Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Ali Madani0
Mehdi Moradi0
Tanveer F. Syeda-Mahmood0
Date of Patent
March 17, 2020
0Patent Application Number
158500070
Date Filed
December 21, 2017
0Patent Citations
Patent Citations Received
...
Patent Primary Examiner
Patent abstract
Mechanisms are provided to implement a machine learning training model. The machine learning training model trains an image generator of a generative adversarial network (GAN) to generate medical images approximating actual medical images. The machine learning training model augments a set of training medical images to include one or more generated medical images generated by the image generator of the GAN. The machine learning training model trains a machine learning model based on the augmented set of training medical images to identify anomalies in medical images. The trained machine learning model is applied to new medical image inputs to classify the medical images as having an anomaly or not.
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